ht
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2s
MEASUREMENTS OF
ULTRAVIOLET RADIATION
IN THE UNITED STATES AND
COMPARISONS WITH SKIN CANCER DATA
BN ce
PREPARED BY:
JOSEPH SCOTTO, THOMAS R. FEARS, AND GIO B. GORI
IN COLLABORATION WITH: FREDERICK URBACH AND DANIEL BERGER OF TEMPLE
UNIVERSITY; DONALD F. ROBERTSON OF THE UNIVERSITY OF QUEENSLAND;
LESTER MACHTA AND WILLIAM HASS OF THE NATIONAL OCEANIC ATMOSPHERIC
ADMINISTRATION; ALLEN GROBECKER AND SAMUEL C. CORONIT! OF THE
U.S. DEPARTMENT OF TRANSPORTATION
WITH THE ADVICE OF: THE ULTRAVIOLET RADIATION AND SKIN CANCER
WORKING -GROUP OF THE NATIONAL CANCER INSTITUTE
U.S. DEPARTMENT OF HEALTH,
EDUCATION, AND WELFARE
Public Health Service
National Institutes of Health
National Cancer Institute
Division of Cancer Cause and Prevention
DHEW NO. (NIH) 76-1029
ACKNOWLEDGMENTS
We thank Jay Faulkner for the imaginative cover
design and his assistance in preparation of the
monograph. We also acknowledge the following
for computer support services: Nancy Bryan ,
Jonathan Cook, James Larson and Karen Parsons.
We appreciate the accurate typing of tables and
charts by Mary Draper and Eileen Silverman. We
thank Doctors Marvin Schneiderman and Joseph
Fraumeni for reviewing the manuscript.
NATIONAL CANCER INSTITUTE
DIVISION OF CANCER CAUSE AND PREVENTION
Ultraviolet Radiation and Skin Cancer Working Group
MEMBERSHIP
Dr. John Epstein
Clinical Professor of Dermatology
University of California
San Francisco Medical School
San Francisco, California 94122
Professor Douglas Gordon
Department of Social and
Preventive Medicine
University of Queensland
Medical School
Herston Road, Herston
Brisbane 4067, Australia
Dr. Gio B. Gori, Chairman and
Executive Secretary
Associate Director for Program
Division of Cancer Cause and
Prevention
National Cancer Institute
Building 31, Room 11A03
Dr. Donald F. Robertson
Department of Physics
University of Queensland
Saint Lucia
Brisbane 4067, Australia
Dr. Marvin Schneiderman
Associate Director for Field
Studies and Statistics
National Cancer Institute
Landow Building, Room C403
Bethesda, Maryland 20014
Professor Dr. Rudolph Schulze!
2 Hamburg 13
Moorweiben Strasse 14
Hamburg, West Germany 311231,
Dr. Frederick Urbach
Professor and Chairman
Department of Dermatology
Temple University
Bethesda, Maryland 20014 Health Science Center
Philadelphia, Pennsylvania 19140
Dr. Alan J. Grobecker
Manager, Climatic Impact
Assessment Program
Office of the Secretary
of Transportation
Washington, D. C. 20590
Dr. Lester Machta
Director, Air Resources Laboratory
National Oceanic and Atmospheric
Administration
8060 13th Street, Room 613
Silver Spring, Maryland 20190
1 Deceased
alabal
ABSTRACT
Using Robertson-Berger meters, new measurements of
Ultraviolet (UV) radiation were obtained at ten
locations in the United States in 1974. UV-count
was found to be correlated with latitude, altitude
and sky cover, as well as season. Dirunal patterns
indicate that approximately 60 percent of the total
annual UV-count is received between the hours of
10 A.M. and 2 P.M.
The incidence of skin cancer was found to be
associated with increased UV exposure. The UV data
and skin cancer statistics are presented in detail
and should be useful for further environmental and
epidemiologic investigations.
Introduction. .
Methods ... .
TABLE OF CONTENTS
° ° . . . ° ° . °
Status of the File. .
Results and Discussion
Section 1: Patterns of Exposure SMe en dee, sere
A. Daatlye@Patterns i. . .. SS. (OL en ame
B. Weekly Patterns. .... nee Smee
Ge Seasonal Patterns. .. sWitany auton es
Di Monthilys Patterns i 6 %)_ 3 BRAS oe cp alice es
E. Exposure by Time of Day. Oo Geb a x :
pus Intensity Patterns ... : Soe A ea o
Section 2: Annual UV Integral Compared to Geographical
and Climatological Data. e Sist ete aes ite ats
Section 3: Annual UV Integral Compared with Skin Cancer
; IDES 5" Gg) Oso an Ao Sted) to. colon ike
Tables and Figures
Section 1: Tables and Figures eshicr eae onnrs
Section 2: Tables and Figures . BB oe Orety vo
Section 3: Tables and Figures . oie ae ae
APPENDIEXC iy Summary, OL Daita, BaSe) yes) te ie ci) el 0 ne 3 A
IMENBHNEL AWOL S or 6 6 6
Tallahassee. ...
FPP als Onw ie es sete
HOme WO tM is) osu. he
Page
(io), Wey oo) SS}
10
“Ll
13
Albuquerque.
Oakland.
Philadelphia
Des Moines
Minneapolis.
Bismarck .
TABLE OF CONTENTS (Continued)
vi
-1O9
Figure
Abaal
AO
TES dba
1.13
1.14
LIST OF FIGURES
Daily Total UV Count for Calendar Year 1974,
WHEWOUOYEY sIEZO Fe Ves)) Vesela aN aty WN UOITE NEN iter SE iy EAD Svs an Sle Se Sie EIR AE
Daily Total UV Count for Calendar Year 1974,
TLasldiahasseey ter MO rudan cc sie Mam ee) me eMart Set avila ter ve
Daily Total UV Count for Calendar Year 1974,
BWP ASO eV LOA’ su opi noeb ier) cae elias ten wel ae van nites | Manteo gen haat fhe
Daily Total UV Count for Calendar Year 1974,
Pore yworthi ny iTexas Wks ne she le ave.) iene ae el inet) ences
Daily Total UV Count for Calendar Year 1974,
Albuquerque: sNews MescicOn way be (ss one. ie) Sails
Daily Total UV Count for Calendar Year 1974,
Oakland) Gallatfornilale us ese ius) ee bees ae
Daily Total UV Count for Calendar Year 1974,
PhusMadeiphita;sspennsyilevanikciecnituue ach see cel the, ares aces
Daily Total UV Count for Calendar Year 1974,
DESHMOMNE Si eT OW Ane suka gice lemeee tt ise bo. te seve ase oy. 1
Daily Total UV Count for Calendar Year 1974,
Minneapolas) a MamimeSOtau ier cae, uel veh sys
Daily Total UV Count for Calendar Year 1974,
Bismarck North Dakot aime wen 61 ci is). tepals ale) Gelueey aon er ie
Composite Daily Total UV Count for Calendar Year
Ot Ane ren ace alpatet tap hem tee ver Nopaese omit ecuuneh ah Can ee beni:
Weekly Daily Averages with Fitted Sine Curve for
Maunaloamandy ralulahassS Cee srcu u-imes) ive hues roiiel, i) sit aclitls
Weekly Daily Averages with Fitted Sine Curve for
HiPPaASOgand Horithe WO wi anwere yee, ctegeuten mateo or mey rect ence
Weekly Daily Averages with Fitted Sine Curve for
AlibugquerquewandwOalklariclii pwr. us) cepwedie feiss os), otis its
vii
Page
1.10
Ae d ba
S27
1.17
1.21
1.22
1.23
1.24
LIST OF FIGURES (Continued)
Weekly Daily Averages with Fitted Sine Curve for
Philadelphia and Des Moines. ..........
Weekly Daily Averages with Fitted Sine Curve for
Minneapolis: and Bismarck <0 002) 32 93 3 2)
Composite Weekly ard Averages with Fitted
Sine Curves. .. , - FS AWG So YS) Sere! S60) 0
Average Daily UV Count for Each Season by Latitude .
Composite Average Daily UV Count by Month with
inthe Asye Cbbaey 5 5 IG Yoeg Go O..06 60
Average Half-Hourly UV Counts by Time of Day for
January, April, July and October (1974) at
Fort; Worth and Oakland\ i. ur. eo) smo ci ecm a contains
Average Half Hourly UV Counts by Time of Day for
January, April, July and October (1974) at
Des Moines and Minneapolis .,...
Percent of Days in Year during which Intensity
Value of Two Hundred Was Exceeded for Specified
NumberOfsHOUES a: ey co iie iene! ane iar onne mena eine
Percent of Days in Year during which Intensity
Value of Four Hundred Was Exceeded for Specified
pblidey=p soba yslobbasyl ies Go AiGeiauloid oh Sics
Percent of Days in Year during which Intensity
Value of Six Hundred Was Exceeded for Specified
Number (Of “Hours 59. 2,05 cn a) ee oh eee ee ee
Time of Day at which Specified Intensity First
Reached at) Maunale Oat) foarte em nod bolt) emi acc ramen notin
Time of Day at which Specified Intensity First
Reached at .Taliahasseei ss i. (eu evteierc oriec ao tecien eee ue
Time of Day at which Specified Intensity First
Reachediiait’ Ely Pasoms, We cc; te es uivepietsteniteh teil von pnilctanre
viii
Page
LIST OF FIGURES (Continued)
Time of Day at which Specified
First Reached at Fort Worth. .
Time of Day at which Specified
First Reached at Albuquerque .
Time of Day at which Specified
First Reached at Oakland...
Time of Day at which Specified
First Reached at Philadelphia.
Time of Day at which Specified
First Reached at Des Moines. .
Time of Day at which Specified
First Reached at Minneapolis .
Time of Day at which Specified
First Reached at Bismarck. ..
Annual UV Count by Latitude. .
Annual Age-Adjusted (1970 US)
Intensity
Intensity
Intensity
Intensity
Intensity
Intensity
Intensity
° e e ° e
Incidence
Rates for Non-Melanoma Skin Cancer among
Whites, According to Annual UV Count,
HOW eNGS wAmeaSie sci lemme bel) cet ucce
Annual Age-Adjusted (1970 US)
Incidence
Rates for Basal Cell Skin Cancer among
for
Whites, According to Annual UV Count, for
HOST LNIG Sm eANseaiSiy <r el vel wel ts les fe) ee! fot veil Wien Xe
Annual Age-Adjusted (1970 US) Incidence
Rates for Squamous Cell Skin Cancer among
Whites, According to Annual UV Count, for
ING)BES) “WNGS, YMESENSG. “do 6 ol od 6 (Giles) Go Bigs
Annual Age-Adjusted (1970 US) Incidence
Rates for Melanoma Cancer Among Whites,
According to Annual UV Count, for Four
2UNICKE INIGOS “Go: Oo 6 Go a Go) oo 8 OG, o-oo od
ix
Figure
LIST OF FIGURES (Continued)
Annual Age-Adjusted (1970 U.S.) Skin
Melanoma Incidence By Latitude, White
IFSuEWEAR SG Goo 6 6 4 G6 ako of “otro <6) 6
Annual Age-Adjusted (1970 U.S.) Skin
Melanoma Incidence by Latitude, White
Maelieisie hie ve te nilicccotanvel Reva relinnetoemret On taierettr teat lis:
Annual Age-Adjusted (1960 US) Skin
Melanoma Mortality by Latitude for
Contiguous Unaited tS tatiesiti een. ees
Annual Age-Adjusted (1960 US) Skin
Melanoma Mortality by Latitude for
Contiguous: WUniiitied™ Sitiaites i) sei |.
Age-Specific Incidence Rates for Non-
Melanoma of the Skin in Whites for Age
Groups 35-44, 55-64, and 75-84, According
to Cumulative Maximum UV Count in Four
TINGS) (Ae aSi yy co copies cc ote: bear owaneve creamer
Page
LIST OF TABLES
Table Page
a Number of Days with Complete Data------+.-+-+..- 6
2 AnnuallUVve Count awash wAdguStmentse vat il eee fe seit fel te) 6
Leal Summary Statistics OfeDaillhy UV acountselo74ie. feaens. deg
2 Relative Frequency Distribution of Daily UV
ConneESMror moO Arata hacht HOCAtCTONUn mali el re) tcc voto cone Woe
kes} Summary of UV Counts - January, 1974
Dawihyal otal byaiSitacvOmun nis wee te) vector ele ge Gees se, cog eels)
1.4 Summary of UV Counts - February, 1974
Daisy A Totally SittatedOma fer wile: veuarei ou eps ss peer ge) ley ter hceines ely abel
LoS Summary of UV Counts - March, 1974
Dyelakillyyy “Guonceul Toss healoaiing 6 6 to A) SO ola do) abe Oo a oo uo algal)
Ae) Summary of UV Counts - April, 1974
DELI? -GRoneeul Moy Sheeicalohey G5 oo & oo G6 Goo oO on o oo alsilS
I ote Summary of UV Counts - May, 1974 i
DeEaLiky ANeresul joy Seenealeyy 6 Geo oc. Ode Ouoy Or oe oo 16 ume o oll g ily
ibis} Summary of UV Counts - June, 1974
DanklkyaToOtalllabyaesicaiteliOm serene ey eee Me) tee teP eter Ua 20 omer Ne vey coi IG
ILS) Summary of UV Counts - July, 1974
Danblys lO alii byiSicatevonenmelieem eines n= Mopinr eis) fea teeti tel eyitet ce) lve 9
ISAO) Summary of UV Counts - August, 1974
Deby Groresul Noy A Sheenoalvoyy Heo GG oo) oc Ome o) Go) oo 9p hao)
iL Salal Summary of UV Counts - September, 1974
IDK MyoKesUL Joy; Sheehesloye ovo 6 ho 15 6: Bio wo) Gkictisig) ou kh aeL
iL sale Summary of UV Counts - October, 1974
DELI Gorell Ney \snesnentoy GG fo GuoNlG Go. "Gelo “Ge bs ooh ba 6e 5 algae
eS Summary of UV Counts - November, 1974
DasslhyaeTOtealn bye SitcateLOmue (elmeaile ie opicsmrenis) rele tisha ene | 123
1.14 Summary of UV Counts - December, 1974
DELL? GRotel Joye Geeyeaiorl Go 6 6 6 oO 6 G4 oS 6 6 po ond lige
Seal
2,
LIST OF TABLES (Continued)
Weekly Averages of Daily UV Counts for
Summary of Since Curve Fit of Weekly
Daily FAVeEAGES mel la sMeloim ciel reune Eee
Average Daily UV Count by Station
andeSealSon ie aurea seven mnotomermn ett s
Monthly, Total sot UVaCounts ia) mene meon ns
Average Daily UV Count by Month.
Summary of Sine Curve Fit of Monthly Daily
Averages
MOT Aw shexe
Cumulative Distribution of UV Count by Hour
of Day f
UV Count
1974
Summary
Monthly
Station.
Summary
Monthly
Station.
Summary
Monthly
Station.
Summary
Monthly
Station.
Summary
Monthly
Station.
Summary
Monthly
Station -
or Each Station, 1974... .
s within Specified Time Periods
° . . .
of UV Counts - January, 1974
Average by Time of Day for Each
of UV Counts - February, 1974
Average by Time of Day for Each
of UV Counts - March 1974
Average by Time of Day for Each
of UV Counts - April, 1974
Average by Time of Day for Each
of UV Counts - May, 1974
Average by Time of Day for Each
of UV Counts - June, 1974
Average by Time of Day for Each
Siac
for
1338
Table
1.41
LIST OF TABLES (Continued)
Summary of UV Counts - July, 1974
Monthly Average by Time of Day for Each
Station, Bead SiH ee Se ny ae ar UN cS RRR. | uh ial i
Summary of UV Counts - August, 1974
Monthly Average by Time of Day for Each
Station
° ° ° ° ° ° ° ° ° ° ° e ° ° ° ° e
Summary of UV Counts - September, 1974
Monthly Average by Time of Day for Each
Sieeveneia, oid. 6) G6.) o So GG 5 Ob oS. o Oto for, 6G
Summary of UV Counts - October, 1974
Monthly Average by Time of Day for Each
Station
° e e ° ° ° ° ° ° ° . ° ° ° ° ° ° ° e
Summary of UV Counts - November, 1974
Monthly Average by Time of Day for Each
Station- - - : G aoa
e . ° ° . ° . ° e
Summary of- UV Counts - December, 1974
Monthly Average by Time of Day for Each
SHeaitsll Mike eee Mibemtest tet cer Well renliveulie eu ven lel, feliiie:! ie) he, fo) MMe!) ate
‘Number of Days during which at Least One
Half-Hour UV Count Reached Specified Intensity
Percent of Days during which at least one
Half-Hour UV Count Reached Specified Intensity
Half-Hourly UV Counts which Reached 200,
by Time of Day, during 1974 Aer NG. hte tou sce
Half-Hourly UV Counts which Reached 300,
Dy Lame woreDay),, dure MOA. Vey) vs) cells sell el te
Half-Hourly UV Counts which Reached 400,
lon WBS) “Ore DEW Chenanlieyey AUS IME 1G) Go oy Gola) 6
Half-Hourly UV Counts which Reached 500,
by Time of Day, during 1974
Half-Hourly UV Counts which Reached 600,
byevMImMewor Daryn, wauIedia ge MO TAs cy Vfl is) oe! ler [a tile
oéaL abal,
Page
Le SS)
LIST OF TABLES (Continued)
Table Page
1.42 Number of Days in Year during which Intensity
Value was Exceeded for Specified Number of
Hours at Mauna Loa, Tallahassee, El Paso,
Monae horse ay evatoh PAIUoybiopKaEaeMi heG 6 Goo Ge OG ovo. oc) 0 dolO
1.43 Number of Days in Year during which Intensity
Value Was Exceeded for Specified Number of
Hours at Oakland, Philadelphia, Des Moines,
Minneapolis), Bismarck: | yeeesies |) ish eu soy, ay isu lee elo ey) Vonueed or ove ul Gill
Diep! Annual UV Count with Associated Location Data. ..... 2.2
Die2 ng ALAoMiaraheous Weakley 5 GG 6 oo Ooo 6 0 66, Go toe Doe
213 Correlations among Environmental Variables for
Ten Stations and for the Nine Continental Stations... 2.3
2.4 Summary of Regression Analysis of Annual UV
Count of Three Environmental Variables for the
Nane; Continental, Stations) 2) vy <r ii ciecraich ern Strona te Te
sia al Summary of Available NCI Data for UV Counts and
Skin: Cancer Incidencevamong Whakkesin a meamewiciits) Noucueeume nce Sion
3352 Summary of Regression) Parametersi cfr ey ne ened lu Sere
Soe! Annual Age-Specific Incidence Rates for Non-
Melanoma Skin Cancer among Whites in Four Areas
Of the UnitedStatest) Faia5 i fey eucninceme roto ckieey Ura ni i rans 21o)
3.4 Summary of Regression Analyses of Cumulative UV
Count on Age-Specific Non-Melanoma Skin Cancer
EneidenceRatesis (<b cMal Wel preteen ch MteM SeeMTRee Mel Ven rrs eS
xiv
Table
A.1.-A.12
A.13-A. 24
A.25-A. 36
A.37-A.48
A.49-A.60
A.61-A. 72
A.73-A. 84
A.85-A. 96
A.97-A,108
2 aoa a
UV
Data
Data
Data
Data
Data
Data
LIST OF TABLES (Continued)
Base
Base
Base
Base
Base
Base
UV Data Base
Pennsylvania.
UV Data Base
UV Data Base
A.109-A.120 UV Data Base
1974
1974
1974
1974
1974
1974
1974
1974
1974
1974
Mauna Loa Obs., Hawaii. .
Tallahassee, Florida
Ei Paso LEXaSiy tet ies sets) fe
Fort Worth, Texas
Albuquerque, New Mexico .
Oakland, California
Philadelphia,
Des Moines, Iowa.
Minneapolis, Minnesota.
Bismarck, North Dakota
XV
Page
whi i yi, i 1 hep:
hi wn
Luh ere tiie @IRE-
Tid iat nD po
o.oo
pit MGR
INTRODUCTION
The etiological role of sunlight in the formation of
skin cancer has been recognized for almost a century, and
has been confirmed in several animal experiments.
A comprehensive review of these studies was recently
given by Urbach, Epstein and Forbes ("Ultraviolet Carcino-
genesis: Experimental, Global, and Genetic Aspects."
In: Sunlight and Man, University of Tokyo Press,
WOWAs IG ASIA s)))
In 1972, the issue of depletion of atmospheric
ozone by supersonic aircraft, and the consequent possible
increase in solar ultraviolet radiation at ground level,
prompted the Department of Transportation Climatic Impact
Assessment Program (CIAP) to seek, among other answers, a
more precise definition of the quantitative relationship
between exposure to solar ultraviolet radiation and in-
cidence of skin cancer in man.
The National Cancer Institute was asked to assist the
CIAP and appointed the Ultraviolet Radiation and Skin
Cancer Working Group to render advice on this problem.
At that time, the National Cancer Institute was completing
the Third National Cancer Survey (TNCS), and the Working
Group recommended that actual ultraviolet radiation
measurements be conducted in different United States
locations, and, in particular, in those where TNCS skin
cancer data were collected.
This information is part of the report of the Ultra-
violet Radiation and Skin Cancer Working Group and is pre-
sented to foster the development of guidelines for the
prevention of skin cancer in man.
METHODS
In a recent report, Urbach, Berger, and Davies!
described a "Sunburning ultraviolet meter," designed and
constructed by Donald F. Robertson and Daniel Berger,
which measures the effectiveness of ultraviolet in pro-
ducing skin erythema. After each 30-minute interval,
the meter records a measure of the cumulative amount of
ultraviolet radiation which passes through its filters and
photosensors. Half-hourly recordings may range from 0
to slightly over 1,000 depending on the geographical lo-
cation and the meteorological conditions prevailing at
the meter site. A count of approximately 400 is estimated
to produce skin erythema ("Sunburn") on the "typical"
Caucasian skin.
Although no clinical experiment has ever demonstrated
the development of a human malignant skin lesion as ae
direct result of increased ultraviolet exposure, Urbach
et al. explained "that the action spectrum for human skin
erythema and skin cancer are sufficiently similar that the
former can be used as a basis for field ultraviolet measure-
ments, and for calculations of changes in the biological
effectiveness of ultraviolet radiation ....
1 Proceedings of the Third Conference on the Climatic Impact Assess-
ment Program, February 26-March 1, 1974. DOT, TSC-OST 74-15 (this
document available to the public through the National Technical
Information Service, Springfield, Virginia 22151).
During the entire year of 1974, Robertson-Berger meters,
built with DOT-CIAP funds by Temple University, were opera-
ting at observatories of the National Oceanic and Atmo-
spheric Administration (NOAA) at the following ten locations:
Albuguergque, New Mexico; Bismarck, North Dakota; Des Moines,
Iowa; El Paso, Texas; Fort Worth, Texas; Mauna Loa, Hawaii;
Minneapolis, Minnesota; Oakland, California; Philadelphia,
Pennsylvania; and Tallahassee, Florida. The data were
submitted to the National Cancer Institute, Field Studies
and Statistics, for analysis.
Of primary concern is the comparison of these
environmental measurements with available national data on
morbidity and mortality from skin cancer in order to
further our understanding of the etiology of this disease.
The data have been reduced in various ways in an effort
to illustrate the basic patterns of ultraviolet exposure
by day, week, month, season, and time of day, so that
other investigators may make further comparisons with
available physical data or theoretical calculations.
Evaluation of long-term trend is left for the time when
several years of data will have been compiled.
STATUS OF THE FILE
In June of 1975 a subcommittee of the Ultraviolet
Radiation and Skin Cancer Working Group met to establish
guidelines for adjustment of the data for missing or in-
accurate observations. A day waS considered invalid if
data in the critical time period of 9:00 a.m. through
3:00 p.m. were missing or clearly inconsistent with
available weather bureau data. Estimates of half-hourly
recordings were obtained by simple averaging of monthly
data. Table 1 is a summary of valid observations. Major
adjustments were required at two locations, Fort Worth
and Mauna Loa, where 15.4% and 5.5%, respectively, of the
total yearly count was imputed. In the appendix of de-
tailed tables (Section 4), all imputed values are under-
scored. In the analysis, adjusted counts were used
exclusively.
Units of UV measurements are subdivided in the
following way:
1) Half-hourly counts (48 x 365) — This is the
basic unit of measure. It represents the
accumulative UV count for the previous 30
minutes at the specified time of day, in
local standard time.
2) MeLotaly daily "counts (x 938i65).— A daaily ‘sum
of all half-hourly recordings during the
specified day.
3) Total monthly count (1 x 12) — A monthly sum
of ali recordings for the specified month.
4) Seasonal count (1 x 4) — A summation of counts
for the four seasons of the year, defined as:
Winter: December 21, 1973 through March 20, 1974
Spring: March 21, 1974 through June 20, 1974
Summer: June 21, 1974 through September 20, 1974
Fall: September 21, 1974 through December 20, 1974
5) Annual count (1). The summation of all half-
hourly counts for the entire year, representing
the total annual dose.
TABLE 1 NUMBER OF DAYS WITH COMPLETE DATA
| stavon | san [Feo.] waren | ant [mer] ne ny ]aua| sere] Oc [Nor] ose. [Tor
31] 28 31 11 S130) Si i sSis | eSOn | Sie e26n est 342
Mauna Loa
Tallahassee
El Paso
Fort Worth
Albuquerque
Oakland
Philadelphia
Des Moines
Minneapolis
Bismarck
TABLE 2 ANNUAL UV COUNT WITH ADJUSTMENTS
Total Adjusted Annual Adjustments as
Stations UV Count Adjustments | Percent of Total
Mauna Loa 2,770,023 153,247
Tallahassee 1,660,833 39,473
El Paso 2,237,306 18
Fort Worth 1,605,936 247,259
Albuquerque 1,890,313 51,152
Oakland 1,508,568
Philadelphia 1,110,784
Des Moines 1,251,567
Minneapolis 1,065,035
Bismarck 1,127,193
SECTION 1
PATTERNS
OF EXPOSURE
SECTION 1 -- PATTERNS OF EXPOSURE
A. DAILY PATTERNS
Pages 1.1 — 1.24
Tables 1.1 — 1.14
Figures 1.1 — 1.11
Daily fluctuations are observed throughout the year
at each location (Figures 1.1 through 1.11). Gaps in the
graphs signify missing data points which were later
estimated. Variations occur when changes in cloud cover
and precipitation levels are observed, with greater
oscillations in the warmer seasons. The highest daily
count was recorded at Mauna Loa, 11,979; while the lowest
was recorded at Oakland, 70 (Table 1.1). As latitude de-
creases, the percentage of days with daily counts over
1,000 increases. The median daily count was highest, 7,761,
at Mauna Loa, and lowest, 2,036, at Bismarck (Table 1.2).
B. WEEKLY PATTERNS
Pages 1.25 — 1.32
Tables 1.15 — 1.16
Figures 1.12 — 1.17
Weekly daily average patterns are less erratic than
the daily patterns. Greatest fluctuations are observed at
Mauna Loa. The reason for this is unclear as climato-
logical data were unavailable for this location. A simple
harmonic model, the sine curve, provides a good descrip-
tion of weekly patterns. The model fitted is defined as:
WIG) = a Sain i(
where
t denotes timeraneweeksian (t= Om emetic oEs)
Y(t) denotes the average daily UV count for the ¢o2
week
B is a constant
a is semi-amplitude, one-half range from maximum
to minimum
8 is the phase angle in radian measure
€ are independent and identically distributed
te ; :
random effects, normal with mean o and vari-
ancenGee
Estimates for any week at any location may be obtained
by simply substituting the t value in the formulas pro-
vided in Table 1.16.
C. SEASONAL PATTERNS
Pages 1.33 — 1.34
Table 1.17
Figure 1.18
Seasonal variations are dependent on latitude. Spring
and summer average daily counts are quite comparable at
locations which lie below 36° North latitude, whereas the
peak season is clearly the summertime for the more north-
erly locations. In summer, the ratio of the highest count
(Mauna Loa) to the lowest count (Philadelphia) is 1.9. In
contrast, the winter ratio of high (Mauna Loa) to low
(Bismarck) is 6.2.
D. MONTHLY PATTERNS
Pages 1.34 — 1.37
Tables 1.18 — 1.20
Figure 1.19
Surprisingly, the highest monthly UV count was ob-
served at El Paso (June, 310,629) and not at Mauna Loa
(August, 309,419) (Table 1.18). Peak months are June or
July at all locations except Mauna Loa. Again, a sine
curve model provides a good description of the monthly
patterns at each location. The model and estimates of
the parameters are provided in Table 1.20.
E. EXPOSURE BY TIME OF DAY
Pages 1.38 — 1.54
Tables 1.21 — 1.34
Figures 1.20 — 1.21
The intensity of UV radiation usually peaks between
they hours o£ 1:00 asm. and 1:00 p.m. (fables, 1.21 and
22) eee least SOS or thes daily UV radiation ‘count: 15s
recorded during that time period. Approximately 603%
falls between the hours of 10:00 a.m. and 2:00 p.m.,
while about 80% of the radiation usually reaches the
Earth's surface between the hours of 9:00 a.m. and 3:00
pem. Slight variations in peak time are observed for
different locations during different months of the year
(Rigunes ls 20 Wand ahs 215):
F. INTENSITY PATTERNS
Pages 1.55 — 1.69
Tables 1.35 — 1.63
Figures 1.22 — 1.34
In an effort to describe the intensity of UV radiation
during half-hourly intervals, six values were arbitrarily
chosen: 100, 200, 300, 400, 500 and 600 (Table 1.35). A
half-hourly UV count greater than 400 is reached at least
once between 30% and 97% of the days in the year, depending
on location (Table 1.36). This intensity value is most
common during certain times of the day; 93.1% of the re-
cordings at Philadelphia were observed during the hours
of 10:00 a.m. and 2:00 p.m., while 72.1% of the half-
hourly readings above 400 occurred during the same time
interval at Mauna Loa (Table 1.39). The number of hours
in a day during which an intensity value is maintained
varies from station to station (Figures 1.22 to 1.24).
A level of over 400 is maintained for four or more hours
between 5.5% and 14.4% of the days in the year at loca-
tions of about 40° North latitude (Philadelphia) and
above. At lower latitudes, this intensity is maintained
for four or more hours between 16.7% and 56.4% of the
days in the year (Tables 1.42 through 1.51). Except in
Mauna Loa and El Paso, an intensity value of 400 is
almost never seen before 9:00 a.m. and most frequently
begins at 10:00 to 10:30 a.m. In contrast, a value of
600 occurs usually between the hours of 11:30 a.m. and
12:30 p.m. in all places except Mauna Loa and El Paso
where peaks are reached earlier, between 10:00 and 10:30
a.m. (Figures 1.25 through 1.34). Comparisons of intensity
values of 200, 400 and 600 are provided in all tables.
10
SECTION 2
ANNUAL UV INTEGRAL
COMPARED TO GEOGRAPHICAL
AND CLIMATOLOGICAL DATA
SECTION 2 — ANNUAL UV INTEGRAL COMPARED TO GEOGRAPHICAL
AND CLIMATOLOGICAL DATA
Pages 2.1 to 2.3
Tables 2.1 to 2.4
Figure 2.1
Nine of the ten locations are within cities in the
continental United States. The meter located atop Mauna Loa
was especially chosen to provide high measures of UV count.
As expected, UV count was correlated to latitude (Figure
2.1). Altitude and sky cover are also associated with the
annual amount of UV at each location (Table 2.1). The
inclusion of Mauna Loa increased the mean UV count and
standard deviation by 8.5% and 38.2%, respectively (Table
2.2). In addition, correlation coefficients relating
latitude and altitude were found to vary substantially
with the inclusion of Mauna Loa (Table 2.3).
Because of lack of climatological data and unique
geographic conditions, Muana Loa data were excluded from
further detailed analyses. Multiple regression analysis
on the nine remaining sites provided a measure of the vari-
ation of annual UV count which could be explained by
latitude, altitude and sky cover were found to be statis-
Ealcalblymsaignastalcanmtwatapi< Os, spe< 9.05 andiap < 05),
respectively. Latitude alone explained 68% of the vari-
ation in UV count, whereas the inclusion of either altitude
or sky cover increased the proportion to 92% and 913,
respectively. Inclusion of all three factors would explain
97% of the total variation in UV count (Table 2.4).
ual
This multiple regression analysis is, however, heavily
dependent on the particular locations used, and interpre-
tations of these results are therefore somewhat limited.
It will be worthwhile to see how the findings change
when other locations are added.
12
SECTION 3
ANNUAL UV INTEGRAL
COMPARED WITH
SKIN CANCER DATA
SECTION 3 — ANNUAL UV INTEGRAL COMPARED WITH SKIN CANCER DATA
Pages 3.1 to 3.10
Tables 3.1 to 3.4
Figures 3.1 to 3.9
ING Comparisons with Annual Age-Adjusted Rates
For the first time, actual data measuring the relative
levels of ultraviolet radiation may be compared with mor-
bidity and mortality from skin cancer in the United
States. By design, all four locations included in the
special study by the National Cancer Institute of non-
melanoma skin cancer (i.e., basal cell carcinomas and
squamous cell carcinomas of the skin) were also included
in the study. The available summary data for UV counts
and skin cancer incidence are provided in Tables 3.1 and
Bias
Skin cancer incidence of each cell type and -sex group
was found to be positively correlated with annual UV
count (Figures 3.1 through 3.4). Estimates of the param-
eters and correlation coefficients for the regressions are
given in Table 3.2 With only four points, however, the
regression coefficients were not found to be statistically
Significant at the 5% level.
Analysis of annual UV counts has shown that the effect
of latitude on UV count is large. Thus, the traditional
practice of using latitude as a surrogate for annual UV
exposure is justified (Figures 3.5 and 3.6). Further,
analysis of mortality data (from U. S. Mortality by County:
1950-1969, Mason, T. J., and McKay, F. W., DHEW Publication
No. (NIH) 74-615) suggests that mortality data may also be
3
used as a surrogate for incidence data (Figures 3.7 and
StS) ve
Be Comparisons with Annual Age-Specific Rates
A measure of cumulative lifetime UV exposures, ob-
tained by multiplying average age by the total annual UV
count at specific locations, was compared to age-specific
incidence of nonmelanoma skin cancer. Age-specific risks
are apparently related to cumulative UV exposure (Figure
3.9). The significance of the relationship, however, is
dependent upon certain assumptions and associated statis-
tical models.
Using the following model to describe the data for
each sex, the increase in log incidence for a unit increase
in cumulative exposure was found to be significant for each
sex. The model is:
Mois 1K = us + BD + Be
where
Be = incidence in the jth age group
: tela
Hs = intercept of j age group
8 = increase in log incidence for a unit
increase in cumulative exposure (common
slope)
D = cumulative exposure
et = independently and identically distributed
random effects, normal with mean o and
variance o?.
Table 3.4 summarizes the results.
14
We now have physical data and not merely theoretical
calculations which support the hypothesis that ultraviolet
radiation has an effect on the risk to skin cancer (among
whites). It should be noted, however, that the results
may be considered dependent on location-specific demo-
graphic variables (e.g., ethnic composition, occupation,
outdoor exposure, life styles, geographic mobility, etc.)
which could not be incorporated into elementary models.
Further investigation and analysis is therefore deferred
until more detailed epidemiological data become available.
abs)
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FIGURE 1.11 DAILY TOTAL UV COUNT FOR CALENDAR YEAR 1974
OAKLAND
Ke) MAUNA LOA tie
10000 10000 |
ies 5/9000
6 8000 3 8000
i) 3
> 7000 >
3 \ 3 7000
% 6000 > 6000
& 5000 = 5000
4000 4000
3000 3000
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1000 1000
C) = ° FRSA AA ere re
030 «060090 120 150180 210240 2702=« 300380 360 “50 NNR O60 ed 090 7201) nO 180 S10 E240 570 MEO UT &30 MRINNTSEO|
DAY NUMBER CALENDAR YEAR 1974 DAY NUMBER CALENDAR YEAR 1974
12000 12000
11000 TALLAHASSEE 11000 PHILADELPHIA
10000 10000
5 9000 5 9000
3 8000 i 3 e000
> > f\ fl
3 7000 2 7000 |
2; 6000 zigoee
& 5000 E 5000
4000 4000
3000 2000
2000 2000 | |
1000 1000 an “yy,
leer = ae Ss ae a (poy
030 ——«060 090 120 150 180 210 (24d 270 «3002-330 360 030 «060090 120 150 180 210-240 270 «300-330 360
DAY NUMBER CALENDAR YEAR 1974 DAY NUMBER CALENDAR YEAR 1974
12000 12000
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10000 10000
5 9000 2 cuts)
5 8000 3 8000
oO | .=)
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ol ° ++ —
030 «060 =S(090 120 150 180 210-240 270 «300380 360 030 (060 090 120 150 «180 210-240 270« 36s 3—(t«
DAY NUMBER CALENDAR YEAR 1974 DAY NUMBER CALENDAR YEAR 1974
12000 12000
Aipon FORT WORTH an MINNEAPOLIS
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z 9000 | 5 9000
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DAY NUMBER CALENDAR YEAR 1974
DAY NUMBER CALENDAR YEAR 1974
ALBUQUERQUE
_EueEEERE 225
BISMARCK
f hi
HV e|
GREEEEEEREGS
060 030 120 150 180 210 240 270 300 330 360
DAY NUMBER CALENDAR YEAR 1974
1.11
|
Lath Ny
120 150 180 210 240 270 300 330 360
DAY NUMBER CALENDAR YEAR 1974
TABLE 1.1 SUMMARY STATISTICS OF DAILY UV COUNTS
1974
Standard Deviation
Mauna Loa
Tallahassee
El Paso
Fort Worth
Albuquerque
Oakland
Philadelphia
Des Moines
Minneapolis
Bismarck
TABLE 1.2 RELATIVE FREQUENCY DISTRIBUTION OF DAILY UV COUNTS FOR 1974
AT EACH LOCATION
Daily Mauna | Talla- E] Rts Albu- Phila- Des Minne-
Count Loa hassee Paso Worth | querque Oakland | delphia Moines apolis | Bismarck
0-1000
1001-2000
2001-3000
3001-4000
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TABLE 1.16 SUMMARY OF SINE CURVE FIT OF WEEKLY DAILY AVERAGES
Vy(t) = asin (agtt 6) +B
Mauna Loa 13.02 + 1.40
Tallahassee 18.19
El Paso 25.12
Fort Worth 25.36
Albuquerque 21 37.
Oakland 28.55
Philadelphia 25.60
Des Moines 29.09
Minneapolis 29.02
Bismarck 31.56
UV - COUNT
UV COUNT
12000
6000
12000
6000
FIGURE 1.12 WEEKLY DAILY AVERAGES WITH FITTED SINE CURVE
MAUNA LOA
OT ee
10 20 30 40
WEEK
TALLAHASSEE
10 20 30 40
WEEK
1.27
50
UV - COUNT
UV. COUNT
FIGURE 1.13 WEEKLY DAILY AVERAGES WITH FITTED SINE CURVE
12000
EL PASO
amr
WEEK
12000 -
FORT WORTH
6000
py Wena eee
10 20 30 40 50
WEEK
1.28°
UV COUNT
UV COUNT
6000
12000
6000
FIGURE 1.14 WEEKLY DAILY AVERAGES WITH FITTED SINE CURVE
12000
ALBUQUERQUE
10 20 30 40 50
WEEK
OAKLAND
lime al
10 20 30 40 50
WEEK
1.29
UV COUNT
UV COUNT
FIGURE 1.15 WEEKLY DAILY AVERAGES WITH FITTED SINE CURVE
12000 in
PHILADELPHIA
6000
0
10 20 30 40
WEEK
12000 iF
DES MOINES
6000 --
0
10 20 30 40
WEEK
50
UV COUNT
UV - COUNT
12000
6000
12000
6000
0
FIGURE 1.16 WEEKLY DAILY AVERAGES WITH FITTED SINE CURVE
MINNEAPOLIS
/ /\ Q\
}) \
Xx] \
( ~S
Cee sm
10 20 30 40 50
WEEK
BISMARCK
10 20 30 40 50
WEEK
FIGURE 1.17 COMPOSITE WEEKLY DAILY AVERAGES WITH FITTED SINE CURVES
12000 Venn
MAUNA LOA OAKLAND
= .
z Fa
3 5
8 6000 8 sooo | all
> >
3 35
o Ceittdiii titi iiititiiriii did Lad S
10 20 30 40 sO 10 20 30 40 50
WEEK WEEK
12000 seu 12000
TALLAHASSEE PHILADELPHIA
5 2
z 3
8 6000 + 4 3 6000 +
= >
3 3
o Cbd titi tiii titi °
10 20 x» 40 sO 10 20 % 40 50
WEEK WEEK
7000 -— — - 12000
EL PASO DES MOINES
5 z
3 3
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3 3
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WEEK WEEK
17000 = = = ———— 12000 ee = =
FORT WORTH MINNEAPOLIS
z z
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8 8 6000 }- 4
3 3
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10 270 % 40 so 10 20 30 40 Lo
WEEK WEEK
17000 = —— —— 12000
ALBUQUERQUE BISMARCK
= .
z z
>
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10 7 cy) 40 sO
WEEK WEEK
1.32
TABLE 1.17 AVERAGE DAILY UV COUNT BY STATION AND SEASON
Station
Mauna Des
Tallahassee Ft. Worth | Albuquerque | Oakland Moines
976 901
Winter
Spring
Summer
Fall
Annual
Average] 7590 4546 6137 4422 5171 4129 3045
1.33
UV COUNT
FIGURE 1.18 AVERAGE DAILY UV COUNT FOR EACH SEASON BY LATITUDE
10,000 Tr
SUMMER
9,000 SPRING >
8,000
7,000
FALL\
6,000 -— winter.
5,000 }+—
4,000 Sue ee
tate VAN
XN
S97 \
3,000 |— / N
FEN
\
\
\
2,000 ;— NaieS
\
\
\ \
s
\ FALL
Nees Neg AL
XN
SS]
1,000 ‘XN
WINTER
wi
uw 3 < a
Z Sof S 2 aye ye
E On a a qt
= < fey ©) x fa) fo) na
Ss a oS = Sy let ass a
-! a a yv a! =
< oie! <=: &@ a
= e wu < (ey he ra) Ss av
100) le
15 20 25 30 35 40 45 50
DEGREES NORTH LATITUDE
1.34
TABLE 1.18 MONTHLY TOTAL OF UV COUNTS
STATION 1974 1974 1974 1974 1974 1974 1974 1974 1974 1974 1974 1974
Jan Feb Mar Apr May Jun July Aug Sept Oct Nov Dec
Mauna Loa 148, 601 | 178,897 | 246, 369 | 263,580 | 258,099} 271,810] 285,056} 309,419 | 255, 373 | 222,853 | 166, 331 | 163, 636
Tallahassee, Florida 67, 500 90,887 | 138, 358 | 185,047 | 203,933] 206,160] 188,847] 162,950] 155,579 | 124,817 80, 686 56, 069
El Paso, Texas 78, 440 | 119,163] 190, 324 | 231,345 | 287,492] 310,629] 270,945 | 247,875 | 190,767 | 150,551 | 95,069] 64,707
Fort Worth, Texas 49,657 | 78,702| 122,791 | 162,957 | 223,061] 248,579 | 229,423 | 175,690 | 114,598 | 103,796 | 57,069] 39,614
Albuquerque, New Mexico | 53,007 | 79,270] 145,664 | 188, 245 | 258,414] 266,990 | 267,354 | 216,724 | 179,552 | 114,281] 72,592] 48,222
Oakland, California 33,698 | 52,551] 86, 381 | 151, 768 | 215,878 | 226, 104 | 228,669 | 192,333 | 152,541 | 87,572 | 50,152] 30,921
Philadelphia, Pennsylvania | 21,834} 36,370] 65,095 | 115,486 | 153,843] 146, 746 | 193,699 | 149,720 | 105,174 | 69,679 | 35,561] 17,577
Des Moines, lowa 27,694 | 36,682 | 71,232 | 118,933 | 154,413] 209,725 | 234,950] 161,943 | 121,678 | 64,959 | 29,004] 20, 354
Minneapolis, Minnesota 18,570 | 30,985 | 53,845 | 101,259 | 131,202] 179,955 | 205, 340 | 157,305 | 98,187 | 56,098 | 19,334] 12,955
Bismarck, North Dakota 16,041 | 31,194] 48,632 | 93,517 | 132,247] 221,371 | 223,918 | 156,932 | 112,834 | 57,233 | 20,991] 12,283
TABLE 1.19 AVERAGE DAILY UV COUNT BY MONTH
STATION
Mauna Loa
Tallahassee, Florida
El Paso, Texas”
Fort Worth, Texas
Albuquerque, New Mexico
Oakland, California
Philadelphia, Pennsylvania
Des Moines, lowa
Minneapolis, Minnesota
Bismarck, North Dakota
1.35
TABLE 1.20 SUMMARY OF SINE CURVE FIT OF MONTHLY DAILY AVERAGES
Vy(t) = asin (gtto)+B
Mauna Loa
Tallahassee
El Paso
Ft. Worth
Albuquerque
Oakland
Philadelphia
Des Moines
Minneapolis
Bismarck
1.36
F
10000
9000
8000
= 7000
z
3
8 000
>
> 5000
4000
3000
2000
1000
0
1
z
3
3
8
>
3
See Be aE
Uv COUNT
Uv. COUNT
10000
UV COUNT
1000
IGURE 1.19
MAUNA LOA
tt
O) ’ 2 3 4 5 6 7 8 9 10 "
JAN MAR MAY Ju SEP NOV
TALLAHASSEE
el L rb a 4
C) 1 2 3 4 5 6 7 8 9 10 "
JAN MAR MAY JUL SEP Nov
JAN MAR MAY JUL SEP Nov
FT WORTH
a 4 4 4 4 1 ft ist 1 i
0 1 2 3 4 5 6 7 8 9 Tn)
JAN MAR MAY JUL SEP Nov
L ALBUQUERQUE
L
eo
ee ee ee ee ee ee eee ee
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UV. COUNT
UV. COUNT
UV COUNT
UV- COUNT
Wesi7/
uy. COUNT
AVERAGE DAILY UV COUNT BY MONTH WITH FITTED CURVE
OAKLAND
JAN MAR MAY JUL
8 9 10 ”
PHILADELPHIA
JAN MAR MAY JUL SEP NOV
cabo DES MOINES
cab
8000 F-
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4000 C
3000
Pa LS
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10000 }— MINNEAPOLIS
cool Le
2000
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6000
000
4000 @
3000
2000
1000
0 eee SS eh eee Lot
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JAN MAR MAY JUL SEP NOV
10000 BISMARCK
2000
2000
7000
6000
000
4000
3000
2000
1000
o
0 a] 2 3 4 Cj 6 8 9 10 WwW
JAN MAR MAY JUL sep NOV
TABLE 1.21 CUMULATIVE DISTRIBUTION OF UV COUNT BY HOUR OF DAY
FOR EACH STATION, 1974
Time of Mauna Talla- E] its Albu- Phila- Des Minne-
Day Loa hassee Paso | Worth | querque Oakland | delphia Moines apolis | Bismarck
1.38.
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FIGURE 1.20 AVERAGE HALF HOURLY UV COUNTS BY TIME OF DAY FOR
JANUARY, APRIL, JULY AND OCTOBER
650
FORT WORTH
UV COUNT
Ww
nN
oa
8 ~ =
0 200 400 600 800 1000 1200 1400 #41600 1800 2000 2200 2400
TIME
650
OAKLAND
UV COUNT
wW
N
o
0 200 400 600 800 1000 1200 1400 1600 1800 2000 2200 2400
TIME
1.40
UV COUNT
UV COUNT
650
325
325
FIGURE 1.21 AVERAGE HALF HOURLY UV COUNTS BY TIME OF DAY FOR
JANUARY, APRIL, JULY AND OCTOBER
0 200 400 600 800 1000 1200 # 1400 1600 1800 2000 2200
TIME
MINNEAPOLIS
retire res nefierel
0 200 400 600 800 1000 1200 1400 1600 1800 2000 2200
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TABLE 1.35 NUMBER OF DAYS DURING WHICH AT LEAST ONE
HALF-HOUR UV COUNT REACHED SPECIFIED INTENSITY
Calendar Year 1974
Intensity Value
Mauna Loa
Tallahassee
El Paso
Ft. Worth
Albuquerque
Oakland
Philadelphia
Des Moines
Minneapolis
Bismarck
TABLE 1.36 PERCENT OF DAYS DURING WHICH AT LEAST
ONE HALF-HOUR UV COUNT REACHED SPECIFIED INTENSITY
Calendar Year 1974
Intensity Value
stent oe se
Mauna Loa
Tallahassee
El Paso
Ft. Worth
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Oakland
Philadelphia
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1
TABLE 1.42 NUMBER OF DAYS IN YEAR DURING WHICH INTENSITY VALUE WAS
EXCEEDED FOR SPECIFIED NUMBER OF HOURS
LOCATION = MAUNA LOA
Intensity Never {5} Thr} 2hr.] Shr. | 4 hr. | Shr. | 6 hr.| 8 or Totals
Exceeded to to to to to to to more
Intensity |} Thr. | 2hr. | Shr. | 4hr. | Shr. | 6hr. | 7hr. | hrs.
200 No. 0 1 3 10 17 25 77
LOCATION = TALLAHASSEE
Intensity Never 2hr.| 3hr. | 4 hr. 5 hr. hr.] 8 or Totals
Exceeded to to to to to more
Intensity | 1 hr Ai ‘e 3hr. | 4hr. | Shr. | 6hr. 7) ee hrs.
200
LOCATION = EL PASO
Intensity Never 2hr.| Shr. | 4 hr. | 5 hr. a Ss 8 or | Totals | ©
Exceeded to to to to to more
Intensity Thr. Ai 3hr 4hr. | Shr. | 6 hr. are hrs.
Intensity Never 4 Thr. | 2hr.| Shr. | 4 hr. | Shr. | Ghr.| Bor | Totals
Exceeded to to to to to to more
Intensity S 2 hr. 3hr. | 4hr. | Shr. 6 hr. 7 hr. | hrs.
200 22 20 32 40 38 40
LOCATION = ALBUQUERQUE
Intensity Never 5 Thr} 2hr.} Shr. | 4 hr. | Shr. | 6 hr. |] 8 or Totals
Exceeded to to to to to to to more
Intensity Thr 2hr 3hr 4hr 5 hr. 6 hr. 7hr. | hrs.
11 23 31 24 35
1.60
TABLE 1.43 NUMBER OF DAYS IN YEAR DURING WHICH INTENSITY VALUE WAS
EXCEEDED FOR SPECIFIED NUMBER OF HOURS
LOCATION = OAKLAND
Intensity Never - hr. z) Be 3hr. | 4 hr. | 5 hr. es Bs 8 or | Totals
Exceeded an to to to more
Intensity 1 hr. ae ait 4hr. | Shr. | 6hr. “ike hrs.
200
22 16 16
6.0 4.4 4.4
11 29
3.0 7.9
17 19 25
47 5.2 6.8
LOCATION = PHILADELPHIA
Intensity Never As A 2 ha Sih 4th Sih | 6ihrs| 28 ior. Totals
Exceeded to to to to to to more
Intensity 1 hr. | Shr. | 4hr. | Shr. | 6hr. 7hr. | hrs.
200
14
3.8
24
6.6
10
2.7
LOCATION = DES MOINES
Intensity Never 2hr.} Shr. | 4 hr. | Shr. | 6 hr.| 8 or Totals
Exceeded 5 to to to to to more
Intensity 1 hr. I a 3hr 4hr. | Shr 6 hr. 7 hr. | hrs
200
LOCATION = MINNEAPOLIS
intensity Never 155 i 5 E : -| 8or | Totals
Exceeded to more
Intensity 1 hr. : : A . | hrs.
200 16
LOCATION = BISMARCK
Intensity Never z hr} Shr. | 4 hr. | Shr. | 6 Ar. | 8 or Totals
Exceeded to a to to to to more
Intensity | thr. | 2hr. 3 he 4hr. | Shr. | Ghr. | 7hr. | hrs.
200
1.61
Percent
Percent
Percent
Percent
Percent
FIGURE 1.22 PERCENT OF DAYS IN YEAR DURING WHICH INTENSITY VALUE OF
TWO HUNDRED WAS EXCEEDED FOR SPECIFIED NUMBER OF HOURS.
100 100
90 Intensity= 200 | MAUNA LOA 90 Intensity = 200 OAKLAND
80 19.5°N 80 37.7°N
70 70
60 ~ 60
50 5 50
40 a 40
30 30
20 20
10 10 ;
0 o
0 CEA ev ence ECHO CEG | EEG: 9 8 Gaz 8+ 0 Gal 1a Eee SS OB RG Ge B+
Hours Hours
100 100
0 Intensity= 200 TALLAHASSEE 90 Intensity = 200 PHILADELPHIA
80 30.4°N 80 39.9°N.
70 70
60 = 60
50 8 50
40 2 40
30 30
20 20
o HiT ae mon ES 0
0 Salenie22-alneea aun macs Nm miorem ules7 B+ 0 Bale qb. | RE SO ea GG" Ger B+
Hours Hours
100 100
90} Intensity = 200 EL PASO 90 Intensity = 200 DES MOINES
bas 31,8/N 80 41.5°N ;
70 70
60} x 60
50] = 50
40| & 40
30 30
20] 20
10 10
OE es 0
0 Plime Gar hele OZ) sockG! MA.GGReGsy 8+ 0 Bale aco MAS) Ga Ges EG Gan Gs
Hours Hours
100 100
90 Intensity = 200 FORT WORTH 90 Intensity = 200 MINNEAPOLIS
80 32.8°N 80 44.9°
70} 70
60) = 60
50| oeeo
40 a 40
30 30
20 20
‘ol
0 come 0
0 5.1 1-2 2-3 3-4 4-5 5-6 6-7 8+ 0 5-1 1-2 2-3 3-4 4-5 5-6 6-7 Bt
Hours Hours
100 100
90 Intensity = 200 ALBUQUERQUE 90 Intensity = 200 BISMARCK
80 35.1°N 80 46.8°N.
70 70
60 = 60
50 3 50
40| & 40
30 30
20) 20
a. j
0 51 1-2 2-3 3.4 4-5 5-6 6-7 B+ i?) 5-1 1-2 2-3 3.4 4.5 5-6 6-7 B+
Hours Hours
1.62
FIGURE 1.23 PERCENT OF DAYS IN YEAR DURING WHICH INTENSITY VALUE OF
FOUR HUNDRED WAS EXCEEDED FOR SPECIFIED NUMBER OF HOURS.
100 100
90 Intensity = 400 MAUNA LOA 90 Intensity = 400 OAKLAND
80 19.5°N 80 37.7°N
70 70
~ 60 ~ 60
e e
$50 = 50
a 40 @ 40
30 30
20 20
10 10
ty) 0
5-1 1-2 2 3-4 5 5-6 6-7 B+ 5-1 1-2 2-3 3-4 5-6 6-7 Bt
Hours Hours
100 100
90 Intensity = 400 TALLAHASSEE 90 Intensity = 400 PHILADELPHIA
80 30.4°N 80 39,9°N
70 70
~ 60 me 8)
=e €
8 50 S 50
é 40 @ 40
30 30
20 20
10 10
0 0
5-1 1-2 2 3-4 13 5-6 6-7 B+ 5-1 1-2 2:3 3-4 5-6 6-7 B+
Hours Hours
100 by 100 F
90 Intensity = 400 EL PASO 90 Intensity = 400 DES MOINES
80 31.8°N 80 41,.5°N
70 70
~ 60) ~ 60
ra €
8 50 8 50
& 40 & 40
30 30
a
20 20
10 10
0 0)
5-1 1-2 2 3-4 5 5-6 6-7 B+ 5-1 1-2 2-3 3.4 5-6 6-7 Bt
Hours Hours
100 100
90 Intensity = 400 FORT WORTH 90 Intensity = 400 MINNEAPOLIS
80 32.8°N 80 449°
70 |
py =
BE) 8
2 40 2
30
20
10
0
Ln 1-2 2-3 3.4 5 5-6 6-7 B+
Hours Hours
+
100 100
90 Intensity = 400 ALBUQUERQUE 90 Intensity = 400 BISMARCK
80 35.1°N 80 46.8°N
70 70
~ 60 ~ 60
Fe pes
Bae0 i “gi 50
2 40 | ® 40
30 | 30
20 20
10 10
0 0 mm hhh
Sril 1-2 2 3-4 5 5-6 6-7 B+ 5-1 1-2 2-3 3.4 5-6 6-7 B+
Hours Hours
1.63
Percent
Percent
Percent
Percent
Percent
FIGURE 1.24 PERCENT OF DAYS IN YEAR DURING WHICH INTENSITY VALUE OF
SIX HUNDRED WAS EXCEEDED FOR SPECIFIED NUMBER OF HOURS.
100 100 r
90 Intensity = 600 MAUNA LOA 90 Intensity = 600 OAKLAND
80 19.5°N 80 37.7°N
70 70
60 = 60
50 8 50
40 & 40
30 30
20 20
10] 10 2
0 0
ty) Salt mis2) ea aesiema=4m m4 5e 5 Gln 6-7 B+ Ge) Meee eek Re 7G) EG) Gey B+
Hours Hours
100 100
90 Intensity = 600 TALLAHASSEE 90 Intensity = 600 PHILADELPHIA
80 30.4°N. 80 39.9°/N.
70} 70
60| = 60
50| $ 50
40| & 40
30| 30
20) 20
10} 10
OL i?)
0 Bey WE SON 4c5 mb 6p mGs7 B+ Ga AGEEP UPR yy Oa Pe Os ERG ar 8+
Hours Hours
100 100
90 Intensity = 600 EL PASO 90 Intensity = 600 DES MOINES
80 31.8°N BO 41.5°N
70 70
60| = 60
50| 8 50
40] & 40
30] 30
20 20
oe 2 ee :
0 0
0 51 tee PG 3-4 4-5 5-6 6-7 B+ BoM: 2M 20a ae4enin 45 me Ono pammoeT 8+
Hours Hours
[ es re = 1
100| 100
90 Intensity = 600 FORT WORTH 90 Intensity = 600 MINNEAPOLIS
80 32,8°N 80 44.9°
70| 70
60] | ~ 60
50) § 50
40} & 40
30} 30
20) 20
10} ee 10
ol 0
tt) 5-1 1-2 2-3 3-4 4-5 5-6 6-7 8+ 5-1 12 223) 3-4 4-5 5-6 6-7 Bt
Hours Hours
100] 100
90| Intensity = 600 ALBUQUERQUE 90 Intensity = 600 BISMARCK
80) 35.1°N 80 46.8°N,
70| 70
60) ~ 60
50 Fi 50
40 & 40
30| 30
20 20
10 10
ol oe oe ee al
0 Srinivas nace 3-4 Ach 06-6) ony 8+ Cr ieee SEN MEG FP EGE Bey B+
Hours Hours
1.64
Percent
Percent
FIGURE 1.25 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT MAUNA LOA
Time of Day
[incaiy [wee [om [om [om [iow [iow [veo] moan [vam]
2) me se Fe al cai ei
7:30 8:00" “8:30 9:00 9:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00
Time of Day
FIGURE 1.26 TIME OF DAY AT WHICH SPECIFIED INTENSITY |
FIRST REACHED AT TALLAHASSEE
Time of Day
ee
Riese sletete tetas
eg
T le
9:00 9:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00
Time of Day
1.65.
FIGURE 1.27 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT EL PASO
Time of Day
40 4 IN
1 = 400 Tos
|
7:30 8:00 8:30 9:00 9:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00
Time of Day
FIGURE 1.28 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT FORT WORTH
Time of Day
7:30 8:00 8:30 9:00 9:30 10:00 10:30 11:00 11:36 12:00 12:30 13:00
Time of Day
1.66
Percent
Percent
FIGURE 1.29 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT ALBUQUERQUE
Intensity
Time of Day
I
8:30 9:00 9:30
10:00 10:30
Time of Day
11:00 11:30
12:00
12:30 13:00
FIGURE 1.30 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT OAKLAND
Intensity
8:30
Time of Day
9:00 9:30
10:00 10:30
Time of Day
1.67
11:00 11:30
12:00
12:30 13:00
Percent
Percent
FIGURE 1.31 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT PHILADELPHIA
Time of Day
[fam [om [om [oe on] om [nae [ree em [oe
T ml; LP
7:30 8:00 8:30 9:00 9:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00
Time of Day
FIGURE 1.32 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT DES MOINES
Time of Day
[neni] 200 [om [oe [ove] woo] | vee [nse] oo] em [om]
we foe fer [ine [rea feo fa] or [of | | se]
ARES (eos bee rel Ree es es ee
|__| a0 | oo | oo | oo | oo | 00 | 00 | woo] oes | 50 | ot |
T
7:30 8:00 8:30 9:00 9:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00
Time of Day
1.68
Percent
Percent
FIGURE 1.33. TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT MINNEAPOLIS
Time of Day
ies [om [em [om [om] om] om] nov] eo] em ooo
noe =P Es ba sbasteas
co [eof on | oof ao [ww] wo | oo |
T I
7:30 8:00 8:30 9:00 9:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00
Time of Day
FIGURE 1.34 TIME OF DAY AT WHICH SPECIFIED INTENSITY
FIRST REACHED AT BISMARCK
Time of Day
60
50
40
30
1 = 200
20 ne
7:30) (8:00) 8:30) (9:00! 9:30) 110;00) 10:30 11:00) 11:30) 12:00 , 12:30 13:00
Time of Day
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SECTION 2
TABLES
AND FIGURES
aI
Raat
ge
i ATs i)
ANNUAL UV -COUNT X 107°
3.5
2.5
nN
—
oO
=
FIGURE 2.1 ANNUAL UV COUNT BY LATITUDE
|
@ Mauna Loa
@ Albuquerque
Tallahassee @
@ Fort Worth
@ Oakland
Des Moines @
Philadelphia @
15 20 25 30 35 40
DEGREES NORTH LATITUDE
2.1
Bismarck
Minneapolis
45
50
TABLE 2.1 ANNUAL UV COUNT WITH ASSOCIATED LOCATION DATA
Average Daily Sky Cover
Total Adjusted in Tenths*
Station Latitude* Altitude (ft.)* Annual UV Count (Sunrise to Sunset)
Mauna Loa 13,681 2,770,023
Tallahassee 1,660,833
El Paso 2,237,306
Fort Worth 1,605,936
Albuquerque 1,890,313
Oakland 1,508,568
Philadelphia 1,110,784
Des Moines 1,251,567
Minneapolis 1,065,035
Bismarck 1,127,193
*Local Climatological Data, U. S. Department of Commerce, National Oceanic and Atmospheric
Administration
TABLE 2.2 ENVIRONMENTAL VARIABLES
NINE STATIONS TEN STATIONS
SD SD
1065035 1065035
UV COUNT 1495281.7 399110.7 to 2237306 1622755.8 551440.9 to 2770023
LATITUDE 37.9 : 30.4 to 46.8 36.0 8.0 19.5 to 46.8
ALTITUDE 1472.3 5 to 5311 2693.2 5 to 13681
SKY COVER 5.4 3 4.0 to 6.3
2.2
TABLE 2.3. CORRELATIONS AMONG ENVIRONMENTAL VARIABLES FOR 10
STATIONS (BELOW DIAGONAL LINE) AND FOR THE 9 CONTINENTAL STATIONS
(ABOVE DIAGONAL LINE)
Sen
aie
UV COUNT
LATITUDE
85
ALTITUDE
SKY COVER
TABLE 2.4 SUMMARY OF REGRESSION ANALYSIS OF ANNUAL UV COUNT ON THREE
ENVIRONMENTAL VARIABLES FOR THE NINE CONTINENTAL STATIONS
RADIATION ENVIRONMENTAL COEFFICIENT , R?
MEASURE VARIABLES +SD
COUNT LATITUDE —56492.6 + 14593.0 ree
LATITUDE —49613.9 + 8261.8
COUNT
COUNT
COUNT
ALTITUDE + 104.3 + 25.5
-26272.7 + 11651.1
LATITUDE
—288786. + 75851.8
SKY COVER
—33835.7 + 7842.1
LATITUDE
ALTITUDE + 67.0 21.6
-174299. + 60937.8
SKY COVER
2:3
Agta
SECTION 3
TABLES
AND FIGURES
botany
He
TABLE 3.1 SUMMARY OF AVAILABLE NCI DATA FOR UV COUNTS AND SKIN
CANCER INCIDENCE* AMONG WHITES
Latitude
(degrees
ree
ee
[arm tom pow [2
Praventos pee [
Pa mn |
Fees
fates ee
ere oe
[come |
eb
fa
Tos |
rer
Pe
Pe |
Non-Melanoma Incidence**
Melanoma
Basal Cell Only | Squamous Cell Only | All Cell Types Incidence T
Saas
Annual
Male
N
a
a
8
205 124
a
>»
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98 a7,
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Perio pwn [oe |_|
* Age - Adjusted (1970, U.S.) Rates Per 100,000 Population Per Year.
** “Non-Melanoma Skin Cancer Among Caucasions in Four Areas of the United States,’ Scotto, Kopf, and
Urbach, CANCER, Vol. 34, No. 4, October, 1974.
t “Third National Cancer Survey: Incidence Data’, Cutler, S.J. and
Young, J.L., JNCI Monograph No. 41
123
w
un
3.1
TABLE 3.2 SUMMARY OF REGRESSION PARAMETERS
Y=A+ BX
A A Standard Correlation
Y x A B Error of B Coefficient
Log, (Non-Melanoma Incidence, Male) UV Count x10*
Log, (Non-Melanoma Incidence, Female) } UV Count x10~*
Log, (Basal Incidence, Male) UV Count x10
Log, (Basal Incidence, Female) UV Count x10*
Log, (Squamous Incidence, Male) UV Count x10*
Log, (Squamous Incidence, Female) UV Count x10*
Log, (Melanoma Incidence, Male) UV Count x10*
Log, (Melanoma Incidence, Female) UV Count x10*
Log, (Melanoma Incidence, Male) Latitude
Log, (Melanoma Incidence, Female) Latitude
Log, (Melanoma Mortality, Male) Latitude
Log, (Melanoma Mortality, Female) Latitude
3.2
FIGURE 3.1 ANNUAL AGE-ADJUSTED (1970 US) INCIDENCE RATES FOR NON-
MELANOMA SKIN CANCER AMONG WHITES, ACCORDING TO ANNUAL UV COUNT,
FOR FOUR TNCS AREAS
RATE PER 100,000 POPULATION
ANNUAL UV COUNT xX 107°
FEMALE
RATE PER 100,000 POPULATION
ANNUAL UV COUNT x 107°
3.3
FIGURE 3.2 ANNUAL AGE-ADJUSTED (1970 US) INCIDENCE RATES FOR BASAL
CELL SKIN CANCER AMONG WHITES, ACCORDING TO ANNUAL UV COUNT,
RATE PER 100,000 POPULATION
RATE PER 100,000 POPULATION
200
100
50
20
MAP
FOR FOUR TNCS AREAS
BASAL MALE
ANNUAL UV COUNT X 107°
BASAL FEMALE
ANNUAL UV COUNT X 10°
3.4
FIGURE 3.3. ANNUAL AGE-ADJUSTED (1970 US) INCIDENCE RATES FOR SQUAMOUS
CELL SKIN CANCER AMONG WHITES, ACCORDING TO ANNUAL UV COUNT,
FOR FOUR TNCS AREAS
SQUAMOUS MALE
200
100
50
RATE PER 100,000 POPULATION
20
aie be.
1 1.1 1.2 1.3 1.4 1.5 1.6 Usz/
ANNUAL UV COUNT xX 107
SQUAMOUS FEMALE
RATE PER 100,000 POPULATION
1 1.1 2. 1.3 1.4 1.5 1.6 17
ANNUAL UV COUNT X 107°
3.5
FIGURE 3.4 ANNUAL AGE-ADJUSTED (1970 US) INCIDENCE RATES FOR MELANOMA
CANCER AMONG WHITES, ACCORDING TO ANNUAL UV COUNT,
RATE PER 100,000 POPULATION
RATE PER 100,000 POPULATION
FOR FOUR TNCS AREAS
MELANOMA MALE
ANNUAL UV- COUNT X 107°
MELANOMA FEMALE
ANNUAL UV- COUNT X 107°
3.6
FIGURE 3.5 ANNUAL AGE-ADJUSTED (1970 U.S.) SKIN MELANOMA
INCIDENCE BY LATITUDE, WHITE FEMALES
WHITE FEMALES
© FT. WORTH
e@ ATLANTA
e OAKLAND
e COLORADO
e¢ BIRMINGHAM
MINNEAPOLIS
°
DETROIT e
3 PITTSBURGH @ *lOWA
AGE-ADJUSTED RATE PER 100,000 POPULATION PER YEAR
2.5 | | |
35 40 45
DEGREES NORTH LATITUDE
FIGURE 3.6 ANNUAL AGE-ADJUSTED (1970 U.S.) SKIN MELANOMA
INCIDENCE BY LATITUDE, WHITE MALES
WHITE MALES
io
© FT. WORTH
ATLANTA @
6 BIRMINGHAM ®
OAKLAND
© e COLORADO
MINNEAPOLIS ©
IOWA e@
PITTSBURGH © e DETROIT
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T
2.5 | | aa
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DEGREES NORTH LATITUDE
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UNITED STATES
Minneapolis- San Francisco-
ge |}) CENTS ieee St. Paul Oakland
ane Female
*
TABLE 3.4 SUMMARY OF REGRESSION ANALYSES OF CUMULATIVE UV COUNT
ON AGE SPECIFIC NON-MELANOMA SKIN CANCER INCIDENCE RATES
MODEL: Log, Rp =HjtbD+ €j
NON-MELANOMA MALE NON-MELANOMA FEMALE
A
S.D. Bx107 S.D.x107
Biba + .063 DEY as (0
4.064+ . : + .063 : : .072
4.445+ . : + .063
4669+ . : a : ; .072
ANTS Et: : .063
3.9
FIGURE 3.9 AGE-SPECIFIC INCIDENCE RATES FOR NON-MELANOMA OF THE SKIN
IN WHITES FOR AGE GROUPS 35-44, 55-64, AND 75-84, ACCORDING TO
CUMULATIVE MAXIMUM UV COUNT IN FOUR TNCS AREAS
4000
3000 le MALE td]
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3.10
APPENDIX
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TABLE A.4 UV. DATA BASE - 1974 MAUNA LOA OBS., HAWAII
COUNTS BY TIME OF DAY FOR EACH DAY IN APRIL
30
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TABLE A.39 UV DATA BASE - 1974 FORT WORTH, TEXAS
MARCH
COUNTS BY TIME OF DAY FOR EACH DAY IN
OA OF (eh; Os Sy SOK 077 SOS Seals oles IAs alee as AG. As IE I 20). ile A= 3} ON BS O. 7)- -213 - BD DSO 31
DAY
etal lettaiheltaltelbei is hed ea tes bes Re ead el Swale <lele FIHIFIDI MI OLOISISOJOISIOI OI SIS/SOIS|
all ol colts || AUS Gal taiNo pal i ol=siet
SS eRe ia B omleles |SIe[eqn el'o| 11% cjolols Fed bes el ea Pak eve ieee beeteteeed
i) |} olsi
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Ve) Ne) NI
RES min In
CUVa Vee tetaetolcialeia ai co) Lape La a re micttal DHMH ]HOlOl SIT SIDI KI ClLOlolSlOlOlOIOlOSlolol
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Pd hel Rov les clea ap
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NU Ol | HL NIA LO] OL Ol MO] Ol —] 1] Ol sh —
AK AINIMIMIMIMIMIMIAL AT 1
DOUSCIDIDICIDIDISClLOIOIO/ OSIM SISO Ol SIDI SID MI DWI KH] OS! SI KI SIDI WI KIO OISISCI CLO OJ CIO OISIO}
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SAT AINI MI MIMIMIMIMINI NI]
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INDICATES INDIVIDUAL VALUE WAS IMPOUTED.
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TABLE A.42 UV DATA BASE - 1974 FORT WORTH, TEXAS
COUNTS BY TIME OF DAY FOR EACH DAY IN JUNE
OS 06 07s OB 09m 0m Ate 2 Site aie Sie iGie vii7 118i119 ee 20 2122 23 ee 225 2 Oreos) ee 2. ee ee 3,
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